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AI Visibility Scorecard

Collin Clair

Collin Clair

Unclaimed

collinclair.com · Food & Beverage

At 2.2/10, Collin Clair is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,346,493 of 1,417,327 in Food & Beverage for AI visibility

2.2

/10

AEO Score

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About Collin Clair

from our crawl and measurement

Collin Clair describes itself simply: "first complete ink and wash, i'm quite happy with the result view view 01 / 13 / 2026 - 02 / 04 / 2026 european babble at the mona lisa bar ello ello ello!." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.2 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Food & Beverage
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 2.2/10, Collin Clair is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Collin Clair

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Collin Clair: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/collinclair

Cite this score: Engagemii (2026). "AEO Score for Collin Clair." Retrieved from https://engagemii.com/aeo/brands/collinclair

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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